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How to Set Up Pre-Commit Hooks for Teams Using AI Coding Assistants
DEV Community • 2026-04-20 04:52

How to Set Up Pre-Commit Hooks for Teams Using AI Coding Assistants

AI coding assistants write syntactically correct code most of the time. They are considerably less reliable about respecting your project's import conventions, naming patterns, or type contracts. That gap is exactly what pre-commit hooks close. This is a step-by-step guide to setting up pre-commit hooks for a team that uses AI coding tools. The setup applies to both Python and JavaScript/TypeScri...

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6m read
EarthPulse — Weekend Challenge: Earth Day Edition
DEV Community • 2026-04-20 04:50

EarthPulse — Weekend Challenge: Earth Day Edition

Somewhere on this planet, a forest that stood for a thousand years is gone. A sea that fed millions is dead. A city is breathing air that no government dashboard will tell you about. This is a submission for Weekend Challenge: Earth Day Edition What I Built Most of us only meet these places as a headline, a chart, or a number that scrolls away. I wanted one small surface where the har...

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3m read
Providers y Resources: Los Pilares de Infrastructure as Code
DEV Community • 2026-04-20 04:39

Providers y Resources: Los Pilares de Infrastructure as Code

El Problema Real Cuando trabajas con múltiples proveedores cloud (AWS, Azure, GCP) o herramientas (Kubernetes, GitHub), gestionar la infraestructura manualmente genera inconsistencias, errores humanos y documentación desactualizada. Necesitas un modelo declarativo que sea agnóstico y repetible. Qué Son Providers y Resources En el contexto de Infrastructure as Code, particula...

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2m read
Terraform: Infraestructura como Código desde cero
DEV Community • 2026-04-20 04:36

Terraform: Infraestructura como Código desde cero

El problema real Imaginá que necesitás desplegar una aplicación en la nube. Entrás a la consola de AWS, clickeás botones, creás instancias EC2, configurás security groups, levantás una base de datos RDS. Todo funciona. Pero mañana necesitás replicar exactamente lo mismo en otro ambiente. ¿Qué hacés? ¿Volvés a clickear todo? ¿Le pedís a un compañero que siga tus pasos? Ahí es donde Terra...

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3m read
I added 10 real developer testimonials to my UI library today — here’s what I learned from early users
DEV Community • 2026-04-20 04:30

I added 10 real developer testimonials to my UI library today — here’s what I learned from early users

Over the last few months I’ve been building Uilora, a component library focused on animation-first UI for modern web apps. Today I crossed a small milestone that felt bigger than I expected: I added 10 developer testimonials to the site. Not fake marketing quotes. Real feedback from people actually using the components. When I started this project I thought the hardest part would be building th...

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2m read
DEV Community • 2026-04-20 04:24

Arara Watch: a serverless global disaster monitor, developed with technology from Google Gemini, AWS, OpenWeather and NASA.

This is a submission for Weekend Challenge: Earth Day Edition What I Built For this Earth Day Challenge, I wanted to build something that bridges the gap between raw climate data and actionable human insight. When extreme weather events occur, raw numbers (like humidity percentages or temperature drops) aren't enough. People need context. I built Arara Watch, a Global Disaster Monitor...

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2m read
🌍 EarthTwin AI – See the Future You're Creating
DEV Community • 2026-04-20 04:24

🌍 EarthTwin AI – See the Future You're Creating

This is a submission for Weekend Challenge: Earth Day Edition 🚀 What I Built I built EarthTwin AI — a real-time, AI-powered simulation that shows how your daily lifestyle choices shape the future of our planet. Most tools tell you your carbon footprint. EarthTwin shows you what that actually means. It creates a living digital twin of Earth that evolves based on your habits. With ...

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2m read
DEV Community • 2026-04-20 04:22

I Inherited a 40,000-Line Java File. Here's What I Found Inside.

description: A developer's case study of inheriting and refactoring a 40,000-line Java Swing file in a production hospital system — without rewriting it. For six months, one application slowed down my work every single day. Every morning I'd open the hospital management system, wait for it to load, and mutter something unkind under my breath. My colleagues did the same. We blamed the database. W...

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6m read
DEV Community • 2026-04-20 04:21

4 Engineering Patterns That Cut AI Inference Costs 60–80% Without Touching Output Quality

One of the most common engineering problems I see when teams scale AI from pilot to production: the cloud bill is 5–10× what the pilot suggested it would be. This isn't a coincidence or a billing error. It's the predictable result of pilot conditions not reflecting production conditions — cleaner inputs, smaller volumes, no monitoring overhead, no retry logic, no agent orchestration multiplicatio...

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6m read
DEV Community • 2026-04-20 04:20

Building Bloom: How AI-Assisted Development Changed My Workflow

A 3-week journey building a production flower care app with Claude Code, Test-Driven Development, and GitHub Actions Introduction When my teammate and I set out to build Bloom—a cut flower care tracking app—we knew we wanted to do more than just write code. We wanted to master modern AI-assisted development workflows. Over three weeks, we built a production-grade Next.js application...

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5m read
DEV Community • 2026-04-20 04:20

Model Compression Techniques for Edge Deployment

Deploying machine learning models on edge devices, such as smartphones, IoT sensors, embedded systems, and microcontrollers requires careful optimization due to constraints in memory, compute power, latency, and energy consumption. Model compression is a critical set of techniques that reduce the size and computational requirements of models while preserving acceptable accuracy. This article expl...

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4m read
DEV Community • 2026-04-20 04:16

MQTT Broker Selection: HiveMQ vs Mosquitto for Industrial Use

I spent a month running both HiveMQ and Mosquitto in a production IoT setup with 2,500 endpoints. The difference between them wasn't in the marketing material , it was in the logs, the failed connections, and the way they handled message floods. HiveMQ had a clean dashboard and enterprise support. Mosquitto had a simpler config and less overhead. Neither was perfect. Both had gotchas that weren't ...

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4m read
Newest questions tagged javascript - Stack Overflow • 2026-04-20 04:15

Web page/app that stores data accessible from any device on LAN?

Using LiveServer in VS Code, I have setup an html page that I can access from any device on my LAN. On this app I have it set to store and read data using localStorage in javascript(typescript is what I type in). Where would I go from here in order to have the stored data be accessible from anyone accessing that page from anywhere in the LAN? I presume I will have to learn something entirely diffe...

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1m read
I Built a VS Code Extension That Validates VAST XML as You Type
DEV Community • 2026-04-20 04:13

I Built a VS Code Extension That Validates VAST XML as You Type

If you work in ad tech you've probably seen VAST XML. It's the IAB standard that carries every video and CTV ad impression: the tag that tells a player what to show, where to fire tracking pixels, and how to handle wrappers. $30B+ in annual US ad spend runs through it. It's also surprisingly easy to ship a broken one. The spec is six versions deep (2.0 through 4.3), touches several other standa...

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3m read
DEV Community • 2026-04-20 04:09

README Builder Pro — Create Professional GitHub READMEs in Minutes

README Builder Pro Tired of spending hours on GitHub READMEs? I built a tool that generates professional ones in minutes. What it does Add structured sections (Installation, Usage, Features, Contributing) Badge integration for CI/CD, npm, license Live Markdown preview One-click export Try it Live: https://readme-builder-pro.vercel.app Get lifetime access ($...

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1m read
DEV Community • 2026-04-20 04:08

Cloudflare + GoDaddy Just Partnered on Agent Identity — Here Is Why It Matters

The web is being rebuilt for AI agents, and this week two internet infrastructure giants just made that official. The Partnership Cloudflare and GoDaddy announced a strategic partnership (Apr 17) to manage AI crawlers and, more importantly, agent identity. The key insight: when an agent makes a request — whether for data or an autonomous purchase — its identity should be cryptographica...

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2m read
🌍 Earth's Last Letter
DEV Community • 2026-04-20 04:02

🌍 Earth's Last Letter

The Planet Writes You a Personal Letter Using Real Climate Data + Gemini AI This is a submission for Weekend Challenge: Earth Day Edition What I Built Earth's Last Letter is an AI-powered web app where Earth — the planet itself, 4.5 billion years old — writes you a deeply personal, poetic letter based on the city you grew up in and the year you were born. You enter two t...

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8m read
DEV Community • 2026-04-20 03:57

GreenGate: the agent proposes, the phone decides — building an Auth0 CIBA + Gemini audit for embodied carbon

This is a submission for Weekend Challenge: Earth Day Edition Construction is responsible for roughly 37% of global energy-related CO₂ emissions (UNEP Global Status Report for Buildings). Most of that footprint is decided at the Bill of Materials stage — before anything gets poured, welded, or framed. Audit a BOM against peer-reviewed emission factors and you can cut 10-30% off a project before g...

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25m read
DEV Community • 2026-04-20 03:51

Toronto to Tokyo Flight: Japan eSIM vs Carrier Roaming, Reviewed for Devs

Toronto to Tokyo Flight: Japan eSIM vs Carrier Roaming, Reviewed for Devs The Toronto to Tokyo flight puts you in the air for 14 hours and 10 minutes on Air Canada's Boeing 787-9 Dreamliner. When you land at Narita or Haneda, your phone's next decision matters more than most people expect. This is a technical review of Japan eSIM versus carrier roaming for Canadian developers making the...

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4m read
DEV Community • 2026-04-20 03:51

US National Detained in Srinagar With Satellite Phone Raises Security Questions

A security incident at Srinagar airport has brought the sensitive issue of illicit communications in Jammu and Kashmir back into focus. A United States national, accompanied by an aide of Kolkata origin, was detained after being found in possession of a satellite phone [1]. The device, identified as a Thuraya or Iridium model, is not permitted for use in border states like J&K without prior go...

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3m read
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